Plant Leaf Disease Classification using Feature Extraction with SVM

Patel, Aditya; Singh, Nidhi

ISBN 10: 6207806417 / ISBN 13: 9786207806416

Editore: LAP LAMBERT Academic Publishing, 2024

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Dati bibliografici

• Titolo: Plant Leaf Disease Classification using Feature Extraction with SVM
• Editore: LAP LAMBERT Academic Publishing
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 6207806417
• ISBN 13: 9786207806416
• Rilegatura: Brossura
• Condizione: New

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Riassunto

The recognition of plants has become an active area as per the research many plants taxonomic group are at hazard of extermination. To preserve the endanger species new technique are been developed by the researchers. With the great advancement in the technology these days become the key factor for the identification the product and preserve that product with the help of mobile. The area of recognition of plants is trending nowadays because of the fact there are many more plant that need to be identify. More and more advancements are in progress to quickly and efficiently identify the plant. Today’s world is all about speed and accuracy of the results. In this book, an efficient method of learning is used for the purpose of classification. In this thesis, we are using two approaches to identify the leaf and both approach consists of three phases such as pre-processing, extraction of classification and execution phase. And of them first approach is shape based and second approach is texture based. The pre-processing phase involves a representation of image processing steps such as grayscale transformation and limits improvement.